Representation Learning

Fully Hyperbolic Convolutional Neural Networks for Computer Vision ICLR 2024 Functional Graphical Models: Structure Enables Offline Data-Driven Optimization AISTATS 2024 Fundamental Limits of Non-Linear Low-Rank Matrix Estimation COLT 2024 Fun with Flags: Robust Principal Directions via Flag Manifolds CVPR 2024 FuseAnyPart: Diffusion-Driven Facial Parts Swapping via Multiple Reference Images NeurIPS 2024 FUSE: Fast Unified Simulation and Estimation for PDEs NeurIPS 2024 FuseFL: One-Shot Federated Learning through the Lens of Causality with Progressive Model Fusion NeurIPS 2024 FUSE: Measure-Theoretic Compact Fuzzy Set Representation for Taxonomy Expansion ACL 2024 FuseMoE: Mixture-of-Experts Transformers for Fleximodal Fusion NeurIPS 2024 Fusing Personal and Environmental Cues for Identification and Segmentation of First-Person Camera Wearers in Third-Person Views CVPR 2024 G2D: From Global to Dense Radiography Representation Learning via Vision-Language Pre-training NeurIPS 2024 GAFormer: Enhancing Timeseries Transformers Through Group-Aware Embeddings ICLR 2024 Gaitor: Learning a Unified Representation Across Gaits for Real-World Quadruped Locomotion CoRL 2024 GART: Gaussian Articulated Template Models CVPR 2024 Gated Inference Network: Inference and Learning State-Space Models NeurIPS 2024 GaussianAvatars: Photorealistic Head Avatars with Rigged 3D Gaussians CVPR 2024 Gaussian Graph Network: Learning Efficient and Generalizable Gaussian Representations from Multi-view Images NeurIPS 2024 Gaussian Head Avatar: Ultra High-fidelity Head Avatar via Dynamic Gaussians CVPR 2024 Gaussian Processes on Cellular Complexes ICML 2024 GC-Bench: An Open and Unified Benchmark for Graph Condensation NeurIPS 2024 G-DIG: Towards Gradient-based DIverse and hiGh-quality Instruction Data Selection for Machine Translation ACL 2024 GEM: Generating Engaging Multimodal Content IJCAI 2024 GenCorres: Consistent Shape Matching via Coupled Implicit-Explicit Shape Generative Models ICLR 2024 GenDecider: Integrating “None of the Candidates” Judgments in Zero-Shot Entity Linking Re-ranking NAACL 2024 Gender Identity in Pretrained Language Models: An Inclusive Approach to Data Creation and Probing EMNLP 2024